/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2010-2021 Université de Bordeaux, CNRS (LaBRI UMR 5800), Inria * * StarPU is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation; either version 2.1 of the License, or (at * your option) any later version. * * StarPU is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * See the GNU Lesser General Public License in COPYING.LGPL for more details. */ #include "pxlu.h" #include "pxlu_kernels.h" #include ///#define VERBOSE_KERNELS 1 #ifdef STARPU_USE_CUDA static const TYPE p1 = 1.0f; static const TYPE m1 = -1.0f; #endif /* * U22 */ static inline void STARPU_PLU(common_u22)(void *descr[], int s, void *_args) { TYPE *right = (TYPE *)STARPU_MATRIX_GET_PTR(descr[0]); TYPE *left = (TYPE *)STARPU_MATRIX_GET_PTR(descr[1]); TYPE *center = (TYPE *)STARPU_MATRIX_GET_PTR(descr[2]); unsigned dx = STARPU_MATRIX_GET_NX(descr[2]); unsigned dy = STARPU_MATRIX_GET_NY(descr[2]); unsigned dz = STARPU_MATRIX_GET_NY(descr[0]); unsigned ld12 = STARPU_MATRIX_GET_LD(descr[0]); unsigned ld21 = STARPU_MATRIX_GET_LD(descr[1]); unsigned ld22 = STARPU_MATRIX_GET_LD(descr[2]); #ifdef VERBOSE_KERNELS struct debug_info *info = _args; int rank; starpu_mpi_comm_rank(MPI_COMM_WORLD, &rank); fprintf(stderr, "KERNEL 22 %d - k = %u i = %u j = %u\n", rank, info->k, info->i, info->j); #else (void)_args; #endif #ifdef STARPU_USE_CUDA cublasStatus status; cudaError_t cures; #endif switch (s) { case 0: CPU_GEMM("N", "N", dy, dx, dz, (TYPE)-1.0, right, ld21, left, ld12, (TYPE)1.0, center, ld22); break; #ifdef STARPU_USE_CUDA case 1: { status = CUBLAS_GEMM(starpu_cublas_get_local_handle(), CUBLAS_OP_N, CUBLAS_OP_N, dx, dy, dz, (CUBLAS_TYPE *)&m1, (CUBLAS_TYPE *)right, ld21, (CUBLAS_TYPE *)left, ld12, (CUBLAS_TYPE *)&p1, (CUBLAS_TYPE *)center, ld22); if (STARPU_UNLIKELY(status != CUBLAS_STATUS_SUCCESS)) STARPU_CUBLAS_REPORT_ERROR(status); break; } #endif default: STARPU_ABORT(); break; } #ifdef VERBOSE_KERNELS fprintf(stderr, "KERNEL 22 %d - k = %u i = %u j = %u done\n", rank, info->k, info->i, info->j); #endif } static void STARPU_PLU(cpu_u22)(void *descr[], void *_args) { STARPU_PLU(common_u22)(descr, 0, _args); } #ifdef STARPU_USE_CUDA static void STARPU_PLU(cublas_u22)(void *descr[], void *_args) { STARPU_PLU(common_u22)(descr, 1, _args); } #endif// STARPU_USE_CUDA static struct starpu_perfmodel STARPU_PLU(model_22) = { .type = STARPU_HISTORY_BASED, #ifdef STARPU_ATLAS .symbol = STARPU_PLU_STR(lu_model_22_atlas) #elif defined(STARPU_GOTO) .symbol = STARPU_PLU_STR(lu_model_22_goto) #elif defined(STARPU_OPENBLAS) .symbol = STARPU_PLU_STR(lu_model_22_openblas) #else .symbol = STARPU_PLU_STR(lu_model_22) #endif }; #define STRINGIFY_(x) #x #define STRINGIFY(x) STRINGIFY_(x) struct starpu_codelet STARPU_PLU(cl22) = { .cpu_funcs = {STARPU_PLU(cpu_u22)}, .cpu_funcs_name = {STRINGIFY(STARPU_PLU(cpu_u22))}, #ifdef STARPU_USE_CUDA .cuda_funcs = {STARPU_PLU(cublas_u22)}, #elif defined(STARPU_SIMGRID) .cuda_funcs = {(void*)1}, #endif .cuda_flags = {STARPU_CUDA_ASYNC}, .nbuffers = 3, .modes = {STARPU_R, STARPU_R, STARPU_RW}, .model = &STARPU_PLU(model_22) }; /* * U12 */ static inline void STARPU_PLU(common_u12)(void *descr[], int s, void *_args) { TYPE *sub11; TYPE *sub12; sub11 = (TYPE *)STARPU_MATRIX_GET_PTR(descr[0]); sub12 = (TYPE *)STARPU_MATRIX_GET_PTR(descr[1]); unsigned ld11 = STARPU_MATRIX_GET_LD(descr[0]); unsigned ld12 = STARPU_MATRIX_GET_LD(descr[1]); unsigned nx12 = STARPU_MATRIX_GET_NX(descr[1]); unsigned ny12 = STARPU_MATRIX_GET_NY(descr[1]); #ifdef VERBOSE_KERNELS struct debug_info *info = _args; int rank; starpu_mpi_comm_rank(MPI_COMM_WORLD, &rank); #warning fixed debugging according to other tweak //fprintf(stderr, "KERNEL 12 %d - k = %u i %u\n", rank, info->k, info->i); fprintf(stderr, "KERNEL 21 %d - k = %u i %u\n", rank, info->k, info->j); //fprintf(stderr, "INPUT 12 U11\n"); fprintf(stderr, "INPUT 21 U11\n"); STARPU_PLU(display_data_content)(sub11, nx12); //fprintf(stderr, "INPUT 12 U12\n"); fprintf(stderr, "INPUT 21 U21\n"); STARPU_PLU(display_data_content)(sub12, nx12); #else (void)_args; #endif #ifdef STARPU_USE_CUDA cublasStatus status; cudaError_t cures; #endif /* solve L11 U12 = A12 (find U12) */ switch (s) { case 0: CPU_TRSM("L", "L", "N", "N", nx12, ny12, (TYPE)1.0, sub11, ld11, sub12, ld12); break; #ifdef STARPU_USE_CUDA case 1: status = CUBLAS_TRSM(starpu_cublas_get_local_handle(), CUBLAS_SIDE_LEFT, CUBLAS_FILL_MODE_LOWER, CUBLAS_OP_N, CUBLAS_DIAG_NON_UNIT, ny12, nx12, (CUBLAS_TYPE*)&p1, (CUBLAS_TYPE*)sub11, ld11, (CUBLAS_TYPE*)sub12, ld12); if (STARPU_UNLIKELY(status != CUBLAS_STATUS_SUCCESS)) STARPU_CUBLAS_REPORT_ERROR(status); break; #endif default: STARPU_ABORT(); break; } #ifdef VERBOSE_KERNELS //fprintf(stderr, "OUTPUT 12 U12\n"); fprintf(stderr, "OUTPUT 21 U21\n"); STARPU_PLU(display_data_content)(sub12, nx12); #endif } static void STARPU_PLU(cpu_u12)(void *descr[], void *_args) { STARPU_PLU(common_u12)(descr, 0, _args); } #ifdef STARPU_USE_CUDA static void STARPU_PLU(cublas_u12)(void *descr[], void *_args) { STARPU_PLU(common_u12)(descr, 1, _args); } #endif // STARPU_USE_CUDA static struct starpu_perfmodel STARPU_PLU(model_12) = { .type = STARPU_HISTORY_BASED, #ifdef STARPU_ATLAS .symbol = STARPU_PLU_STR(lu_model_12_atlas) #elif defined(STARPU_GOTO) .symbol = STARPU_PLU_STR(lu_model_12_goto) #elif defined(STARPU_OPENBLAS) .symbol = STARPU_PLU_STR(lu_model_12_openblas) #else .symbol = STARPU_PLU_STR(lu_model_12) #endif }; struct starpu_codelet STARPU_PLU(cl12) = { .cpu_funcs = {STARPU_PLU(cpu_u12)}, .cpu_funcs_name = {STRINGIFY(STARPU_PLU(cpu_u12))}, #ifdef STARPU_USE_CUDA .cuda_funcs = {STARPU_PLU(cublas_u12)}, #elif defined(STARPU_SIMGRID) .cuda_funcs = {(void*)1}, #endif .cuda_flags = {STARPU_CUDA_ASYNC}, .nbuffers = 2, .modes = {STARPU_R, STARPU_RW}, .model = &STARPU_PLU(model_12) }; /* * U21 */ static inline void STARPU_PLU(common_u21)(void *descr[], int s, void *_args) { TYPE *sub11; TYPE *sub21; sub11 = (TYPE *)STARPU_MATRIX_GET_PTR(descr[0]); sub21 = (TYPE *)STARPU_MATRIX_GET_PTR(descr[1]); unsigned ld11 = STARPU_MATRIX_GET_LD(descr[0]); unsigned ld21 = STARPU_MATRIX_GET_LD(descr[1]); unsigned nx21 = STARPU_MATRIX_GET_NX(descr[1]); unsigned ny21 = STARPU_MATRIX_GET_NY(descr[1]); #ifdef VERBOSE_KERNELS struct debug_info *info = _args; int rank; starpu_mpi_comm_rank(MPI_COMM_WORLD, &rank); #warning fixed debugging according to other tweak //fprintf(stderr, "KERNEL 21 %d (k = %u, i = %u)\n", rank, info->k, info->i); fprintf(stderr, "KERNEL 12 %d (k = %u, j = %u)\n", rank, info->k, info->j); //fprintf(stderr, "INPUT 21 U11\n"); fprintf(stderr, "INPUT 12 U11\n"); STARPU_PLU(display_data_content)(sub11, nx21); //fprintf(stderr, "INPUT 21 U21\n"); fprintf(stderr, "INPUT 12 U12\n"); STARPU_PLU(display_data_content)(sub21, nx21); #else (void)_args; #endif #ifdef STARPU_USE_CUDA cublasStatus status; #endif switch (s) { case 0: CPU_TRSM("R", "U", "N", "U", nx21, ny21, (TYPE)1.0, sub11, ld11, sub21, ld21); break; #ifdef STARPU_USE_CUDA case 1: status = CUBLAS_TRSM(starpu_cublas_get_local_handle(), CUBLAS_SIDE_RIGHT, CUBLAS_FILL_MODE_UPPER, CUBLAS_OP_N, CUBLAS_DIAG_UNIT, ny21, nx21, (CUBLAS_TYPE*)&p1, (CUBLAS_TYPE*)sub11, ld11, (CUBLAS_TYPE*)sub21, ld21); if (status != CUBLAS_STATUS_SUCCESS) STARPU_CUBLAS_REPORT_ERROR(status); break; #endif default: STARPU_ABORT(); break; } #ifdef VERBOSE_KERNELS //fprintf(stderr, "OUTPUT 21 U11\n"); fprintf(stderr, "OUTPUT 12 U11\n"); STARPU_PLU(display_data_content)(sub11, nx21); //fprintf(stderr, "OUTPUT 21 U21\n"); fprintf(stderr, "OUTPUT 12 U12\n"); STARPU_PLU(display_data_content)(sub21, nx21); #endif } static void STARPU_PLU(cpu_u21)(void *descr[], void *_args) { STARPU_PLU(common_u21)(descr, 0, _args); } #ifdef STARPU_USE_CUDA static void STARPU_PLU(cublas_u21)(void *descr[], void *_args) { STARPU_PLU(common_u21)(descr, 1, _args); } #endif static struct starpu_perfmodel STARPU_PLU(model_21) = { .type = STARPU_HISTORY_BASED, #ifdef STARPU_ATLAS .symbol = STARPU_PLU_STR(lu_model_21_atlas) #elif defined(STARPU_GOTO) .symbol = STARPU_PLU_STR(lu_model_21_goto) #elif defined(STARPU_OPENBLAS) .symbol = STARPU_PLU_STR(lu_model_21_openblas) #else .symbol = STARPU_PLU_STR(lu_model_21) #endif }; struct starpu_codelet STARPU_PLU(cl21) = { .cpu_funcs = {STARPU_PLU(cpu_u21)}, .cpu_funcs_name = {STRINGIFY(STARPU_PLU(cpu_u21))}, #ifdef STARPU_USE_CUDA .cuda_funcs = {STARPU_PLU(cublas_u21)}, #elif defined(STARPU_SIMGRID) .cuda_funcs = {(void*)1}, #endif .cuda_flags = {STARPU_CUDA_ASYNC}, .nbuffers = 2, .modes = {STARPU_R, STARPU_RW}, .model = &STARPU_PLU(model_21) }; /* * U11 */ static inline void STARPU_PLU(common_u11)(void *descr[], int s, void *_args) { TYPE *sub11; sub11 = (TYPE *)STARPU_MATRIX_GET_PTR(descr[0]); unsigned long nx = STARPU_MATRIX_GET_NX(descr[0]); unsigned long ld = STARPU_MATRIX_GET_LD(descr[0]); unsigned long z; #ifdef STARPU_USE_CUDA cublasStatus status; cublasHandle_t handle; cudaStream_t stream; #endif #ifdef VERBOSE_KERNELS struct debug_info *info = _args; int rank; starpu_mpi_comm_rank(MPI_COMM_WORLD, &rank); fprintf(stderr, "KERNEL 11 %d - k = %u\n", rank, info->k); #else (void)_args; #endif switch (s) { case 0: for (z = 0; z < nx; z++) { TYPE pivot; pivot = sub11[z+z*ld]; STARPU_ASSERT(!ISZERO(pivot)); CPU_SCAL(nx - z - 1, (1.0/pivot), &sub11[z+(z+1)*ld], ld); CPU_GER(nx - z - 1, nx - z - 1, -1.0, &sub11[(z+1)+z*ld], 1, &sub11[z+(z+1)*ld], ld, &sub11[(z+1) + (z+1)*ld],ld); } break; #ifdef STARPU_USE_CUDA case 1: handle = starpu_cublas_get_local_handle(); stream = starpu_cuda_get_local_stream(); for (z = 0; z < nx; z++) { TYPE pivot; TYPE inv_pivot; cudaMemcpyAsync(&pivot, &sub11[z+z*ld], sizeof(TYPE), cudaMemcpyDeviceToHost, stream); cudaStreamSynchronize(stream); STARPU_ASSERT(!ISZERO(pivot)); inv_pivot = 1.0/pivot; status = CUBLAS_SCAL(handle, nx - z - 1, (CUBLAS_TYPE*)&inv_pivot, (CUBLAS_TYPE*)&sub11[z+(z+1)*ld], ld); if (status != CUBLAS_STATUS_SUCCESS) STARPU_CUBLAS_REPORT_ERROR(status); status = CUBLAS_GER(handle, nx - z - 1, nx - z - 1, (CUBLAS_TYPE*)&m1, (CUBLAS_TYPE*)&sub11[(z+1)+z*ld], 1, (CUBLAS_TYPE*)&sub11[z+(z+1)*ld], ld, (CUBLAS_TYPE*)&sub11[(z+1) + (z+1)*ld],ld); if (status != CUBLAS_STATUS_SUCCESS) STARPU_CUBLAS_REPORT_ERROR(status); } cudaStreamSynchronize(stream); break; #endif default: STARPU_ABORT(); break; } #ifdef VERBOSE_KERNELS fprintf(stderr, "KERNEL 11 %d - k = %u\n", rank, info->k); #endif } static void STARPU_PLU(cpu_u11)(void *descr[], void *_args) { STARPU_PLU(common_u11)(descr, 0, _args); } #ifdef STARPU_USE_CUDA static void STARPU_PLU(cublas_u11)(void *descr[], void *_args) { STARPU_PLU(common_u11)(descr, 1, _args); } #endif// STARPU_USE_CUDA static struct starpu_perfmodel STARPU_PLU(model_11) = { .type = STARPU_HISTORY_BASED, #ifdef STARPU_ATLAS .symbol = STARPU_PLU_STR(lu_model_11_atlas) #elif defined(STARPU_GOTO) .symbol = STARPU_PLU_STR(lu_model_11_goto) #elif defined(STARPU_OPENBLAS) .symbol = STARPU_PLU_STR(lu_model_11_openblas) #else .symbol = STARPU_PLU_STR(lu_model_11) #endif }; struct starpu_codelet STARPU_PLU(cl11) = { .cpu_funcs = {STARPU_PLU(cpu_u11)}, .cpu_funcs_name = {STRINGIFY(STARPU_PLU(cpu_u11))}, #ifdef STARPU_USE_CUDA .cuda_funcs = {STARPU_PLU(cublas_u11)}, #elif defined(STARPU_SIMGRID) .cuda_funcs = {(void*)1}, #endif .nbuffers = 1, .modes = {STARPU_RW}, .model = &STARPU_PLU(model_11) };